Pandas Profiling Report

Dataset statistics

Number of variables	14
Number of observations	1512
Missing cells	15
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	165.5 KiB
Average record size in memory	112.1 B

Variable types

Numeric	2
Text	12

Alerts

`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique

Reproduction

Analysis started	2024-07-30 05:46:13.806857
Analysis finished	2024-07-30 05:46:18.132060
Duration	4.33 seconds
Software version	ydata-profiling vv4.6.3
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

UNIFORM UNIQUE

Distinct	1512
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	755.5

Minimum	0
Maximum	1511
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	11.9 KiB

Quantile statistics

Minimum	0
5-th percentile	75.55
Q1	377.75
median	755.5
Q3	1133.25
95-th percentile	1435.45
Maximum	1511
Range	1511
Interquartile range (IQR)	755.5

Descriptive statistics

Standard deviation	436.62112
Coefficient of variation (CV)	0.57792338
Kurtosis	-1.2
Mean	755.5
Median Absolute Deviation (MAD)	378
Skewness	0
Sum	1142316
Variance	190638
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	0.1%
1004	1	0.1%
1013	1	0.1%
1012	1	0.1%
1011	1	0.1%
1010	1	0.1%
1009	1	0.1%
1008	1	0.1%
1007	1	0.1%
1006	1	0.1%
Other values (1502)	1502	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
1511	1	0.1%
1510	1	0.1%
1509	1	0.1%
1508	1	0.1%
1507	1	0.1%
1506	1	0.1%
1505	1	0.1%
1504	1	0.1%
1503	1	0.1%
1502	1	0.1%

Title
Text

Distinct	1099
Distinct (%)	72.7%
Missing	0
Missing (%)	0.0%
Memory size	11.9 KiB

Length

Max length	73
Median length	46
Mean length	19.462302
Min length	2

Characters and Unicode

Total characters	29427
Distinct characters	81
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	820 ?
Unique (%)	54.2%

Sample

1st row	Elden Ring
2nd row	Hades
3rd row	The Legend of Zelda: Breath of the Wild
4th row	Undertale
5th row	Hollow Knight

Value	Count	Frequency (%)
the	255	5.1%
of	209	4.1%
2	117	2.3%
3	75	1.5%
mario	64	1.3%
super	63	1.2%
4	45	0.9%
	40	0.8%
final	40	0.8%
ii	39	0.8%
Other values (1431)	4100	81.2%

Most occurring characters

Value	Count	Frequency (%)
	3535	12.0%
e	2611	8.9%
a	2018	6.9%
o	1802	6.1%
r	1653	5.6%
i	1593	5.4%
n	1518	5.2%
t	1369	4.7%
s	1152	3.9%
l	1043	3.5%
Other values (71)	11133	37.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	20122	68.4%
Uppercase Letter	4622	15.7%
Space Separator	3535	12.0%
Other Punctuation	653	2.2%
Decimal Number	415	1.4%
Dash Punctuation	73	0.2%
Math Symbol	4	< 0.1%
Final Punctuation	2	< 0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2611	13.0%
a	2018	10.0%
o	1802	9.0%
r	1653	8.2%
i	1593	7.9%
n	1518	7.5%
t	1369	6.8%
s	1152	5.7%
l	1043	5.2%
d	765	3.8%
Other values (19)	4598	22.9%

Uppercase Letter

Value	Count	Frequency (%)
S	490	10.6%
T	363	7.9%
M	329	7.1%
D	313	6.8%
C	250	5.4%
I	243	5.3%
F	238	5.1%
R	234	5.1%
A	214	4.6%
P	209	4.5%
Other values (18)	1739	37.6%

Decimal Number

Value	Count	Frequency (%)
2	137	33.0%
3	101	24.3%
4	64	15.4%
7	24	5.8%
1	23	5.5%
5	23	5.5%
6	15	3.6%
0	14	3.4%
8	9	2.2%
9	5	1.2%

Other Punctuation

Value	Count	Frequency (%)
:	441	67.5%
'	98	15.0%
.	69	10.6%
!	18	2.8%
&	12	1.8%
,	9	1.4%
;	3	0.5%
/	2	0.3%
%	1	0.2%

Space Separator

Value	Count	Frequency (%)
	3535	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	73	100.0%

Math Symbol

Value	Count	Frequency (%)
+	4	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	2	100.0%

Other Symbol

Value	Count	Frequency (%)
©	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	24744	84.1%
Common	4683	15.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2611	10.6%
a	2018	8.2%
o	1802	7.3%
r	1653	6.7%
i	1593	6.4%
n	1518	6.1%
t	1369	5.5%
s	1152	4.7%
l	1043	4.2%
d	765	3.1%
Other values (47)	9220	37.3%

Common

Value	Count	Frequency (%)
	3535	75.5%
:	441	9.4%
2	137	2.9%
3	101	2.2%
'	98	2.1%
-	73	1.6%
.	69	1.5%
4	64	1.4%
7	24	0.5%
1	23	0.5%
Other values (14)	118	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29379	99.8%
None	46	0.2%
Punctuation	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3535	12.0%
e	2611	8.9%
a	2018	6.9%
o	1802	6.1%
r	1653	5.6%
i	1593	5.4%
n	1518	5.2%
t	1369	4.7%
s	1152	3.9%
l	1043	3.6%
Other values (64)	11085	37.7%

None

Value	Count	Frequency (%)
é	38	82.6%
ö	3	6.5%
Ō	2	4.3%
ñ	1	2.2%
Ã	1	2.2%
©	1	2.2%

Punctuation

Value	Count	Frequency (%)
’	2	100.0%

Release Date
Text

Distinct	987
Distinct (%)	65.3%
Missing	0
Missing (%)	0.0%
Memory size	11.9 KiB

Length

Max length	15
Median length	12
Mean length	12.005952
Min length	12

Characters and Unicode

Total characters	18153
Distinct characters	37
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	652 ?
Unique (%)	43.1%

Sample

1st row	Feb 25, 2022
2nd row	Dec 10, 2019
3rd row	Mar 03, 2017
4th row	Sep 15, 2015
5th row	Feb 24, 2017

Value	Count	Frequency (%)
nov	218	4.8%
oct	191	4.2%
sep	189	4.2%
mar	140	3.1%
2022	132	2.9%
dec	115	2.5%
feb	111	2.4%
jun	107	2.4%
2021	97	2.1%
jul	91	2.0%
Other values (79)	3145	69.3%

Most occurring characters

Value	Count	Frequency (%)
	3024	16.7%
2	2631	14.5%
0	2328	12.8%
1	1749	9.6%
,	1509	8.3%
9	600	3.3%
e	424	2.3%
3	352	1.9%
8	322	1.8%
a	316	1.7%
Other values (27)	4898	27.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9054	49.9%
Lowercase Letter	3048	16.8%
Space Separator	3024	16.7%
Uppercase Letter	1518	8.4%
Other Punctuation	1509	8.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	424	13.9%
a	316	10.4%
c	306	10.0%
u	286	9.4%
p	275	9.0%
r	229	7.5%
o	221	7.3%
v	218	7.2%
n	199	6.5%
t	191	6.3%
Other values (5)	383	12.6%

Decimal Number

Value	Count	Frequency (%)
2	2631	29.1%
0	2328	25.7%
1	1749	19.3%
9	600	6.6%
3	352	3.9%
8	322	3.6%
6	283	3.1%
7	278	3.1%
5	269	3.0%
4	242	2.7%

Uppercase Letter

Value	Count	Frequency (%)
J	287	18.9%
M	224	14.8%
N	218	14.4%
O	191	12.6%
S	189	12.5%
A	174	11.5%
D	118	7.8%
F	111	7.3%
T	3	0.2%
B	3	0.2%

Space Separator

Value	Count	Frequency (%)
	3024	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1509	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13587	74.8%
Latin	4566	25.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	424	9.3%
a	316	6.9%
c	306	6.7%
J	287	6.3%
u	286	6.3%
p	275	6.0%
r	229	5.0%
M	224	4.9%
o	221	4.8%
N	218	4.8%
Other values (15)	1780	39.0%

Common

Value	Count	Frequency (%)
	3024	22.3%
2	2631	19.4%
0	2328	17.1%
1	1749	12.9%
,	1509	11.1%
9	600	4.4%
3	352	2.6%
8	322	2.4%
6	283	2.1%
7	278	2.0%
Other values (2)	511	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18153	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3024	16.7%
2	2631	14.5%
0	2328	12.8%
1	1749	9.6%
,	1509	8.3%
9	600	3.3%
e	424	2.3%
3	352	1.9%
8	322	1.8%
a	316	1.7%
Other values (27)	4898	27.0%

Team
Text

Distinct	764
Distinct (%)	50.6%
Missing	1
Missing (%)	0.1%
Memory size	11.9 KiB

Length

Max length	72
Median length	52
Mean length	31.592323
Min length	8

Characters and Unicode

Total characters	47736
Distinct characters	78
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	468 ?
Unique (%)	31.0%

Sample

1st row	['Bandai Namco Entertainment', 'FromSoftware']
2nd row	['Supergiant Games']
3rd row	['Nintendo', 'Nintendo EPD Production Group No. 3']
4th row	['tobyfox', '8-4']
5th row	['Team Cherry']

Value	Count	Frequency (%)
nintendo	334	6.4%
games	253	4.8%
entertainment	253	4.8%
studios	144	2.8%
capcom	121	2.3%
interactive	117	2.2%
square	110	2.1%
sony	88	1.7%
enix	81	1.5%
namco	75	1.4%
Other values (807)	3651	69.8%

Most occurring characters

Value	Count	Frequency (%)
'	5407	11.3%
	3716	7.8%
e	3232	6.8%
t	2928	6.1%
n	2850	6.0%
o	2605	5.5%
a	2535	5.3%
i	2375	5.0%
r	1832	3.8%
[	1511	3.2%
Other values (68)	18745	39.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	27832	58.3%
Other Punctuation	6855	14.4%
Uppercase Letter	6011	12.6%
Space Separator	3716	7.8%
Open Punctuation	1534	3.2%
Close Punctuation	1534	3.2%
Decimal Number	217	0.5%
Dash Punctuation	34	0.1%
Connector Punctuation	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	3232	11.6%
t	2928	10.5%
n	2850	10.2%
o	2605	9.4%
a	2535	9.1%
i	2375	8.5%
r	1832	6.6%
s	1330	4.8%
m	1299	4.7%
c	1001	3.6%
Other values (18)	5845	21.0%

Uppercase Letter

Value	Count	Frequency (%)
S	928	15.4%
E	610	10.1%
N	577	9.6%
G	494	8.2%
A	429	7.1%
C	400	6.7%
D	320	5.3%
I	308	5.1%
T	233	3.9%
B	228	3.8%
Other values (16)	1484	24.7%

Decimal Number

Value	Count	Frequency (%)
2	45	20.7%
1	42	19.4%
4	31	14.3%
3	31	14.3%
5	28	12.9%
0	14	6.5%
8	10	4.6%
7	10	4.6%
9	6	2.8%

Other Punctuation

Value	Count	Frequency (%)
'	5407	78.9%
,	1249	18.2%
.	149	2.2%
"	30	0.4%
&	12	0.2%
/	6	0.1%
:	1	< 0.1%
!	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
[	1511	98.5%
(	23	1.5%

Close Punctuation

Value	Count	Frequency (%)
]	1511	98.5%
)	23	1.5%

Space Separator

Value	Count	Frequency (%)
	3716	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	34	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	33843	70.9%
Common	13893	29.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	3232	9.5%
t	2928	8.7%
n	2850	8.4%
o	2605	7.7%
a	2535	7.5%
i	2375	7.0%
r	1832	5.4%
s	1330	3.9%
m	1299	3.8%
c	1001	3.0%
Other values (44)	11856	35.0%

Common

Value	Count	Frequency (%)
'	5407	38.9%
	3716	26.7%
[	1511	10.9%
]	1511	10.9%
,	1249	9.0%
.	149	1.1%
2	45	0.3%
1	42	0.3%
-	34	0.2%
4	31	0.2%
Other values (14)	198	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47710	99.9%
None	26	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	5407	11.3%
	3716	7.8%
e	3232	6.8%
t	2928	6.1%
n	2850	6.0%
o	2605	5.5%
a	2535	5.3%
i	2375	5.0%
r	1832	3.8%
[	1511	3.2%
Other values (66)	18719	39.2%

None

Value	Count	Frequency (%)
ū	14	53.8%
é	12	46.2%

Rating
Real number (ℝ)

Distinct	35
Distinct (%)	2.3%
Missing	13
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	3.7193462

Minimum	0.7
Maximum	4.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.9 KiB

Quantile statistics

Minimum	0.7
5-th percentile	2.7
Q1	3.4
median	3.8
Q3	4.1
95-th percentile	4.4
Maximum	4.8
Range	4.1
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	0.53260761
Coefficient of variation (CV)	0.14319926
Kurtosis	1.6819169
Mean	3.7193462
Median Absolute Deviation (MAD)	0.3
Skewness	-1.0051057
Sum	5575.3
Variance	0.28367087
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
4.1	131	8.7%
4	124	8.2%
3.7	124	8.2%
4.2	113	7.5%
3.9	112	7.4%
3.6	108	7.1%
3.5	96	6.3%
3.8	94	6.2%
4.3	93	6.2%
3.4	66	4.4%
Other values (25)	438	29.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.7	1	0.1%
1.2	1	0.1%
1.4	1	0.1%
1.5	1	0.1%
1.6	2	0.1%
1.8	1	0.1%
1.9	4	0.3%
2	1	0.1%
2.1	4	0.3%
2.2	3	0.2%

Value	Count	Frequency (%)
4.8	1	0.1%
4.6	24	1.6%
4.5	35	2.3%
4.4	60	4.0%
4.3	93	6.2%
4.2	113	7.5%
4.1	131	8.7%
4	124	8.2%
3.9	112	7.4%
3.8	94	6.2%

Times Listed
Text

Distinct	606
Distinct (%)	40.1%
Missing	0
Missing (%)	0.0%
Memory size	11.9 KiB

Length

Max length	4
Median length	3
Mean length	3.1441799
Min length	1

Characters and Unicode

Total characters	4754
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	268 ?
Unique (%)	17.7%

Sample

1st row	3.9K
2nd row	2.9K
3rd row	4.3K
4th row	3.5K
5th row	3K

Value	Count	Frequency (%)
1.1k	46	3.0%
1.2k	39	2.6%
1.3k	34	2.2%
1.5k	27	1.8%
1.4k	26	1.7%
1.6k	23	1.5%
1k	22	1.5%
2.9k	21	1.4%
1.8k	20	1.3%
1.7k	17	1.1%
Other values (596)	1237	81.8%

Most occurring characters

Value	Count	Frequency (%)
1	713	15.0%
2	535	11.3%
3	426	9.0%
4	400	8.4%
5	392	8.2%
K	380	8.0%
8	371	7.8%
9	347	7.3%
.	342	7.2%
6	337	7.1%
Other values (2)	511	10.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4032	84.8%
Uppercase Letter	380	8.0%
Other Punctuation	342	7.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	713	17.7%
2	535	13.3%
3	426	10.6%
4	400	9.9%
5	392	9.7%
8	371	9.2%
9	347	8.6%
6	337	8.4%
7	292	7.2%
0	219	5.4%

Uppercase Letter

Value	Count	Frequency (%)
K	380	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	342	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4374	92.0%
Latin	380	8.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	713	16.3%
2	535	12.2%
3	426	9.7%
4	400	9.1%
5	392	9.0%
8	371	8.5%
9	347	7.9%
.	342	7.8%
6	337	7.7%
7	292	6.7%

Latin

Value	Count	Frequency (%)
K	380	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4754	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	713	15.0%
2	535	11.3%
3	426	9.0%
4	400	8.4%
5	392	8.2%
K	380	8.0%
8	371	7.8%
9	347	7.3%
.	342	7.2%
6	337	7.1%
Other values (2)	511	10.7%

Number of Reviews
Text

Distinct	606
Distinct (%)	40.1%
Missing	0
Missing (%)	0.0%
Memory size	11.9 KiB

Length

Max length	4
Median length	3
Mean length	3.1441799
Min length	1

Characters and Unicode

Total characters	4754
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	268 ?
Unique (%)	17.7%

Sample

1st row	3.9K
2nd row	2.9K
3rd row	4.3K
4th row	3.5K
5th row	3K

Value	Count	Frequency (%)
1.1k	46	3.0%
1.2k	39	2.6%
1.3k	34	2.2%
1.5k	27	1.8%
1.4k	26	1.7%
1.6k	23	1.5%
1k	22	1.5%
2.9k	21	1.4%
1.8k	20	1.3%
1.7k	17	1.1%
Other values (596)	1237	81.8%

Most occurring characters

Value	Count	Frequency (%)
1	713	15.0%
2	535	11.3%
3	426	9.0%
4	400	8.4%
5	392	8.2%
K	380	8.0%
8	371	7.8%
9	347	7.3%
.	342	7.2%
6	337	7.1%
Other values (2)	511	10.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4032	84.8%
Uppercase Letter	380	8.0%
Other Punctuation	342	7.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	713	17.7%
2	535	13.3%
3	426	10.6%
4	400	9.9%
5	392	9.7%
8	371	9.2%
9	347	8.6%
6	337	8.4%
7	292	7.2%
0	219	5.4%

Uppercase Letter

Value	Count	Frequency (%)
K	380	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	342	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4374	92.0%
Latin	380	8.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	713	16.3%
2	535	12.2%
3	426	9.7%
4	400	9.1%
5	392	9.0%
8	371	8.5%
9	347	7.9%
.	342	7.8%
6	337	7.7%
7	292	6.7%

Latin

Value	Count	Frequency (%)
K	380	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4754	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	713	15.0%
2	535	11.3%
3	426	9.0%
4	400	8.4%
5	392	8.2%
K	380	8.0%
8	371	7.8%
9	347	7.3%
.	342	7.2%
6	337	7.1%
Other values (2)	511	10.7%

Genres
Text

Distinct	255
Distinct (%)	16.9%
Missing	0
Missing (%)	0.0%
Memory size	11.9 KiB

Length

Max length	95
Median length	65
Mean length	27.828042
Min length	2

Characters and Unicode

Total characters	42076
Distinct characters	46
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	115 ?
Unique (%)	7.6%

Sample

1st row	['Adventure', 'RPG']
2nd row	['Adventure', 'Brawler', 'Indie', 'RPG']
3rd row	['Adventure', 'RPG']
4th row	['Adventure', 'Indie', 'RPG', 'Turn Based Strategy']
5th row	['Adventure', 'Indie', 'Platform']

Value	Count	Frequency (%)
adventure	1014	25.5%
rpg	523	13.1%
shooter	353	8.9%
platform	329	8.3%
indie	284	7.1%
strategy	251	6.3%
puzzle	176	4.4%
brawler	159	4.0%
simulator	125	3.1%
turn	99	2.5%
Other values (19)	669	16.8%

Most occurring characters

Value	Count	Frequency (%)
'	7284	17.3%
e	3530	8.4%
r	2623	6.2%
t	2516	6.0%
	2470	5.9%
,	2133	5.1%
n	1604	3.8%
d	1548	3.7%
u	1514	3.6%
[	1512	3.6%
Other values (36)	15342	36.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	21985	52.3%
Other Punctuation	9437	22.4%
Uppercase Letter	5068	12.0%
Space Separator	2470	5.9%
Open Punctuation	1512	3.6%
Close Punctuation	1512	3.6%
Dash Punctuation	92	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	3530	16.1%
r	2623	11.9%
t	2516	11.4%
n	1604	7.3%
d	1548	7.0%
u	1514	6.9%
a	1358	6.2%
o	1318	6.0%
v	1089	5.0%
l	1039	4.7%
Other values (13)	3846	17.5%

Uppercase Letter

Value	Count	Frequency (%)
A	1090	21.5%
P	1075	21.2%
S	754	14.9%
R	575	11.3%
G	539	10.6%
I	284	5.6%
B	277	5.5%
T	163	3.2%
F	72	1.4%
V	71	1.4%
Other values (5)	168	3.3%

Other Punctuation

Value	Count	Frequency (%)
'	7284	77.2%
,	2133	22.6%
&	16	0.2%
/	4	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2470	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	1512	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	1512	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	92	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	27053	64.3%
Common	15023	35.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	3530	13.0%
r	2623	9.7%
t	2516	9.3%
n	1604	5.9%
d	1548	5.7%
u	1514	5.6%
a	1358	5.0%
o	1318	4.9%
A	1090	4.0%
v	1089	4.0%
Other values (28)	8863	32.8%

Common

Value	Count	Frequency (%)
'	7284	48.5%
	2470	16.4%
,	2133	14.2%
[	1512	10.1%
]	1512	10.1%
-	92	0.6%
&	16	0.1%
/	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	42076	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	7284	17.3%
e	3530	8.4%
r	2623	6.2%
t	2516	6.0%
	2470	5.9%
,	2133	5.1%
n	1604	3.8%
d	1548	3.7%
u	1514	3.6%
[	1512	3.6%
Other values (36)	15342	36.5%

Summary
Text

Distinct	1112
Distinct (%)	73.6%
Missing	1
Missing (%)	0.1%
Memory size	11.9 KiB

Length

Max length	3789
Median length	745
Mean length	502.05692
Min length	45

Characters and Unicode

Total characters	758608
Distinct characters	116
Distinct categories	17 ?
Distinct scripts	3 ?
Distinct blocks	8 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	831 ?
Unique (%)	55.0%

Sample

1st row	Elden Ring is a fantasy, action and open world game with RPG elements such as stats, weapons and spells. Rise, Tarnished, and be guided by grace to brandish the power of the Elden Ring and become an Elden Lord in the Lands Between.
2nd row	A rogue-lite hack and slash dungeon crawler in which Zagreus, son of Hades the Greek god of the dead, attempts to escape his home and his oppressive father by fighting the souls of the dead through the various layers of the ever-shifting underworld, while getting to know and forging relationships with its inhabitants.
3rd row	The Legend of Zelda: Breath of the Wild is the first 3D open-world game in the Zelda series. Link can travel anywhere and be equipped with weapons and armor found throughout the world to grant him various bonuses. Unlike many games in the series, Breath of the Wild does not impose a specific order in which quests or dungeons must be completed. While the game still has environmental obstacles such as weather effects, inhospitable lands, or powerful enemies, many of them can be overcome using the right method. A lot of critics ranked Breath of the Wild as one of the best video games of all time.
4th row	A small child falls into the Underground, where monsters have long been banished by humans and are hunting every human that they find. The player controls the child as they try to make it back to the Surface through hostile environments, all the while engaging with a turn-based combat system with puzzle-solving and bullet hell elements, as well as other unconventional game mechanics.
5th row	A 2D metroidvania with an emphasis on close combat and exploration in which the player enters the once-prosperous now-bleak insect kingdom of Hallownest, travels through its various districts, meets friendly inhabitants, fights hostile ones and uncovers the kingdom's history while improving their combat abilities and movement arsenal by fighting bosses and accessing out-of-the-way areas.

Value	Count	Frequency (%)
the	8415	6.9%
and	4675	3.8%
of	3815	3.1%
a	3442	2.8%
to	3181	2.6%
in	2298	1.9%
is	1593	1.3%
game	1326	1.1%
with	1323	1.1%
as	1130	0.9%
Other values (11230)	90498	74.4%

Most occurring characters

Value	Count	Frequency (%)
	138873	18.3%
e	72660	9.6%
a	50737	6.7%
t	48043	6.3%
o	42796	5.6%
n	42023	5.5%
i	41354	5.5%
s	38385	5.1%
r	37908	5.0%
l	26216	3.5%
Other values (106)	219613	28.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	573730	75.6%
Space Separator	138873	18.3%
Uppercase Letter	22305	2.9%
Other Punctuation	15077	2.0%
Decimal Number	3018	0.4%
Dash Punctuation	2647	0.3%
Control	1972	0.3%
Final Punctuation	387	0.1%
Open Punctuation	245	< 0.1%
Close Punctuation	245	< 0.1%
Other values (7)	109	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	72660	12.7%
a	50737	8.8%
t	48043	8.4%
o	42796	7.5%
n	42023	7.3%
i	41354	7.2%
s	38385	6.7%
r	37908	6.6%
l	26216	4.6%
h	25578	4.5%
Other values (23)	148030	25.8%

Uppercase Letter

Value	Count	Frequency (%)
S	2269	10.2%
T	2141	9.6%
A	1477	6.6%
M	1371	6.1%
P	1346	6.0%
D	1243	5.6%
I	1131	5.1%
C	1092	4.9%
B	991	4.4%
R	980	4.4%
Other values (19)	8264	37.0%

Other Punctuation

Value	Count	Frequency (%)
,	6707	44.5%
.	5678	37.7%
'	882	5.8%
:	552	3.7%
"	449	3.0%
!	442	2.9%
?	125	0.8%
/	75	0.5%
;	68	0.5%
&	51	0.3%
Other values (5)	48	0.3%

Decimal Number

Value	Count	Frequency (%)
2	629	20.8%
0	595	19.7%
1	425	14.1%
3	388	12.9%
4	245	8.1%
9	239	7.9%
5	160	5.3%
8	126	4.2%
6	123	4.1%
7	88	2.9%

Other Letter

Value	Count	Frequency (%)
ア	2	40.0%
マ	1	20.0%
ド	1	20.0%
コ	1	20.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2556	96.6%
–	50	1.9%
—	41	1.5%

Math Symbol

Value	Count	Frequency (%)
+	2	33.3%
−	2	33.3%
¬	2	33.3%

Modifier Letter

Value	Count	Frequency (%)
ー	2	40.0%
ˆ	2	40.0%
ʼ	1	20.0%

Final Punctuation

Value	Count	Frequency (%)
’	344	88.9%
”	43	11.1%

Open Punctuation

Value	Count	Frequency (%)
(	243	99.2%
[	2	0.8%

Close Punctuation

Value	Count	Frequency (%)
)	243	99.2%
]	2	0.8%

Initial Punctuation

Value	Count	Frequency (%)
“	41	89.1%
‘	5	10.9%

Currency Symbol

Value	Count	Frequency (%)
€	17	94.4%
$	1	5.6%

Other Symbol

Value	Count	Frequency (%)
™	15	62.5%
©	9	37.5%

Format

Value	Count	Frequency (%)
	4	80.0%
	1	20.0%

Space Separator

Value	Count	Frequency (%)
	138873	100.0%

Control

Value	Count	Frequency (%)
	1972	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	596035	78.6%
Common	162568	21.4%
Katakana	5	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	72660	12.2%
a	50737	8.5%
t	48043	8.1%
o	42796	7.2%
n	42023	7.1%
i	41354	6.9%
s	38385	6.4%
r	37908	6.4%
l	26216	4.4%
h	25578	4.3%
Other values (52)	170335	28.6%

Common

Value	Count	Frequency (%)
	138873	85.4%
,	6707	4.1%
.	5678	3.5%
-	2556	1.6%
	1972	1.2%
'	882	0.5%
2	629	0.4%
0	595	0.4%
:	552	0.3%
"	449	0.3%
Other values (40)	3675	2.3%

Katakana

Value	Count	Frequency (%)
ア	2	40.0%
マ	1	20.0%
ド	1	20.0%
コ	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	757765	99.9%
Punctuation	557	0.1%
None	241	< 0.1%
Currency Symbols	17	< 0.1%
Letterlike Symbols	15	< 0.1%
Katakana	8	< 0.1%
Modifier Letters	3	< 0.1%
Math Operators	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	138873	18.3%
e	72660	9.6%
a	50737	6.7%
t	48043	6.3%
o	42796	5.6%
n	42023	5.5%
i	41354	5.5%
s	38385	5.1%
r	37908	5.0%
l	26216	3.5%
Other values (74)	218770	28.9%

Punctuation

Value	Count	Frequency (%)
’	344	61.8%
–	50	9.0%
”	43	7.7%
“	41	7.4%
—	41	7.4%
…	29	5.2%
‘	5	0.9%
	4	0.7%

None

Value	Count	Frequency (%)
é	186	77.2%
â	19	7.9%
Ã	9	3.7%
©	9	3.7%
ö	6	2.5%
ï	3	1.2%
ó	2	0.8%
¬	2	0.8%
ñ	1	0.4%
Ā	1	0.4%
Other values (3)	3	1.2%

Currency Symbols

Value	Count	Frequency (%)
€	17	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
™	15	100.0%

Katakana

Value	Count	Frequency (%)
ー	2	25.0%
ア	2	25.0%
マ	1	12.5%
ド	1	12.5%
・	1	12.5%
コ	1	12.5%

Math Operators

Value	Count	Frequency (%)
−	2	100.0%

Modifier Letters

Value	Count	Frequency (%)
ˆ	2	66.7%
ʼ	1	33.3%

Reviews
Text

Distinct	1117
Distinct (%)	73.9%
Missing	0
Missing (%)	0.0%
Memory size	11.9 KiB

Length

Max length	7982
Median length	1614.5
Mean length	1244.0919
Min length	2

Characters and Unicode

Total characters	1881067
Distinct characters	414
Distinct categories	19 ?
Distinct scripts	9 ?
Distinct blocks	20 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	838 ?
Unique (%)	55.4%

Sample

1st row	["The first playthrough of elden ring is one of the best eperiences gaming can offer you but after youve explored everything in the open world and you've experienced all of the surprises you lose motivation to go exploring on repeat playthroughs which takes a lot away from the replayability which is a very important thing for from games imo.", 'a replay solidified my love for elden ring. so easily my favorite game of all time. actually beating malenia this time was also an amazing feeling. i just love being in this world man its the greatest of all time', 'The game is absolutely beautiful, with so much to do. The replayability is crazy. And it never gets old with it too.', 'Took everything great about the Soulsborne games and make it 100% better.', 'I play with my overlevelled friend every time and we still fail sometimes (he’s on NG6), insanely difficult game lol\n \n gorgeous graphics, animations, everything about this game is so beautiful. deserves all the hype it gets. If you have a powerful enough pc I definitely recommend you play it on there, if you use keyboard, you’ll want to change the keybinds because the defaults are ass.', "Tied as my favorite souls game with Bloodborne, truly one I'll keep coming back too."]
2nd row	['convinced this is a roguelike for people who do not like the genre. The art is technically good but the aesthetic does very little for me, too clean or something. idk wish I liked it but I do not', 'incredible art, a banger soundtrack a surprisingly charming storyline and a big red dog. hades has very smooth gameplay but after playing it for a while it just feels like youre doing the same 3 hit combo ove and over again, which dont get me wrong that combo feels great to do but once i becomes muscle memory you kinda go into autopilot. also i think the boons are cool but i would like to see them change the flow of combat a bit more, there are some cool ones like the grape boon that can change the way you play but most of them are just upgrades that dont really change the gameplay or strategy. other then those 2 small gripes the game is fantastic.', "People tell me this game gets really really good at some point but i've beaten entire games in the amount of time I gave this game.", 'Não sou muito de jogo indie, admito que joguei poucos, mas devo dizer que Hades foi um dos melhores jogos que joguei na vida, facilmente no top 15. Toda sua arte, dublagem, gameplay, carisma dos personagens, é tudo incrivel', "I can't shake the feeling that I am thoroughly bored playing Hades. I've picked up Hades three times over the last few years, and three times I've found myself putting down the controller after a handful of hours, especially after reaching the third stage, and I couldn't figure out why it wasn't working for me. After giving it a few good goes, I've finally managed to pin down what it is that just doesn't click for me about Hades.", 'One of my favorites in the rogue-likes/lites, only being beat by binding of Isaac. I love the characters (Thanatos my beloved) and the writing and the art style and RRRAAAAHHH THIS GAME IS AWESOME']
3rd row	['This game is the game (that is not CS:GO) that I have played the most ever. I have played this game for 400 hours.', "A really good switch game, however didn't really grip me like mario odyssey", "i was very disappointed by the final boss fight, but the rest of the game is so good it makes me not want to even do the final boss fight anyway just so i can play more of the game. i do wish that there were more unique mechanics in combat besides just parrying and link's flurry rush, but the world is really pretty and actually incentivizes exploring it. characters are great, story is great and makes you work for it, and there's tons of hidden secrets and details.", 'em 105 horas de jogo não houve um segundo que eu não tava me divertindo e eu acho que isso diz muito', 'Sencillamente el mejor juego que he tenido el placer de disfrutar, esperé 5 años para poder jugarlo y puedo decir que valió cada segundo la espera. No estoy ni cerca de conseguir el 100%, tengo mas de 100 horas y aún estoy descubriendo cosas nuevas. Va más allá de un simple juego, es una experiencia que lamentablemente solo se puede vivir una vez en la vida y la recomiendo totalmente.', 'em meio a tanto jogo de mundo aberto ruim saindo por aí na última década, acho que da pra entender porque breath of the wild chocou tanto as pessoas no ano em que ele lançou. E realmente eu acho que é o melhor mundo aberto que eu já joguei até hoje, explorar cada pedacinho desse mundo é TÃO GOSTOSO, parece que tudo aqui tá no mapa tem um propósito para estar lá, diferente dos mapas vazios da ubisoft por exemplo. Acho que o unico defeito é esses sistema chatinho de durabilidade das armas, ficar trocando de arma o tempo todo é tão chato, espero que no próximo não tenha.']
4th row	['soundtrack is tied for #1 with nier automata. a super charming story and characters which have become iconic. and all that made by 1 man. thats it, thats the review i have no criticisms', 'Just play this game, Dont look at any of these reviews, just pick the game up and know nothing else about it if you are one of the lucky ones that didnt get spoiled on the game. It will fucking break you in the best of ways', 'Não há palavras que deem para descrever a experiência que foi esse jogo.', 'CLASSSSSSSSSSSSSSSICCCCCCCCCCCCCCCCCCC', 'whooaa ohh ohhhh ohoohhohh ohhwooaah story of undertale', 'A nice unique take on the RPG indie game format by incorporating really good ideas, funny interactions, an incredibly subtle story, and wonderful music. Definitely a must play if you have not already.']
5th row	["this games worldbuilding is incredible, with its amazing soundtrack and gorgeous art direction it really makes you feel like you're spiderman. one of the best value in gaming tbh, this game is packed full of content and none of it feels like filler. even the boss rush manages to feel fresh by introducing some surprise bosses/boss variants as rewards for beating tough pantheons. cant wait to play silksong when i turn 80!", "This isn't just a game, this is an entire experience.\n \n I was not too much into Metroidvania games and then I tried this without any expectation, it became one of my favorite games of all time and brought me into the genre, now I'm seeking for similar adventures and I can't wait for Silksong.\n \n I've done all 112% in my first run and now I'm beating the game again, then I'll aim to master the game on Steam, and this is the first time a game instigated me to do that. Masterpiece.", 'Faz uns 2/3 anos que eu zerei esse jogo, mesmo assim nunca saiu da minha memória.\n \n Vou rejogar para fazer uma análise mais aprofundada', 'i like how you can bounce on spikes with your nail. a good casual game that offers additional challenges for people that are socially challenged', 'A rivetting action/adventure game with a stunning design. Extremely rewarding but also gruesomly difficult at times.', 'I\'d give this game a 4 for each individual aspect (platforming, exploration, combat) but the integration and packaging of the content are so good, it\'s slightly better that the sum of its parts. Most of the combat and traversal abilities feel useful, and many evoke that Super Metroid-y, gleeful feeling that you\'ll finally be able to access that new area, grab that item, or beat that boss. The end-game challenges, reminiscent of Wiley\'s fortress and boss rushes after Megaman has fully self-actualized, were the highlight. Boss rushes in particular were fun to dissect and master. I found uses for some charms I had written off as "not my style" to counter some of the unconventional boss mechanics. My only gripes:\n \n -The repeated backtracking. I get it - a fast-travel mechanic that\'s too liberal can erase the environment, but this was excessive.\n \n -Some of the charms seemed worthless, even after strategizing for boss, combat, and platforming rushes.\n \n -In the name of decency and civility, make geo-sucking ability automatic.']

Value	Count	Frequency (%)
the	14900	4.6%
a	8257	2.6%
and	7602	2.4%
i	6290	2.0%
of	6190	1.9%
to	5918	1.8%
game	5873	1.8%
is	4901	1.5%
it	4719	1.5%
this	4667	1.5%
Other values (21486)	251915	78.4%

Most occurring characters

Value	Count	Frequency (%)
	400449	21.3%
e	166052	8.8%
t	121204	6.4%
a	119158	6.3%
o	103654	5.5%
i	95680	5.1%
s	90949	4.8%
n	87979	4.7%
r	71182	3.8%
l	60626	3.2%
Other values (404)	564134	30.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1350385	71.8%
Space Separator	400449	21.3%
Other Punctuation	69418	3.7%
Uppercase Letter	44695	2.4%
Decimal Number	6064	0.3%
Close Punctuation	2434	0.1%
Open Punctuation	2417	0.1%
Dash Punctuation	1793	0.1%
Other Symbol	1793	0.1%
Final Punctuation	898	< 0.1%
Other values (9)	721	< 0.1%

Most frequent character per category

Other Symbol

Value	Count	Frequency (%)
█	501	27.9%
─	354	19.7%
⣿	351	19.6%
⠀	185	10.3%
©	29	1.6%
⣶	16	0.9%
⠉	12	0.7%
⢿	12	0.7%
⠿	11	0.6%
⡿	11	0.6%
Other values (117)	311	17.3%

Lowercase Letter

Value	Count	Frequency (%)
e	166052	12.3%
t	121204	9.0%
a	119158	8.8%
o	103654	7.7%
i	95680	7.1%
s	90949	6.7%
n	87979	6.5%
r	71182	5.3%
l	60626	4.5%
h	59011	4.4%
Other values (88)	374890	27.8%

Uppercase Letter

Value	Count	Frequency (%)
I	8532	19.1%
T	4509	10.1%
S	3151	7.1%
A	3142	7.0%
E	2084	4.7%
M	2037	4.6%
P	1995	4.5%
D	1728	3.9%
O	1710	3.8%
G	1591	3.6%
Other values (65)	14216	31.8%

Other Letter

Value	Count	Frequency (%)
ا	50	18.8%
ل	28	10.5%
م	22	8.3%
و	14	5.3%
ي	14	5.3%
د	10	3.8%
ه	10	3.8%
ب	10	3.8%
ª	9	3.4%
ت	8	3.0%
Other values (29)	91	34.2%

Other Punctuation

Value	Count	Frequency (%)
,	20822	30.0%
'	18691	26.9%
.	16232	23.4%
"	5732	8.3%
\	4883	7.0%
!	1005	1.4%
/	531	0.8%
:	521	0.8%
?	509	0.7%
;	155	0.2%
Other values (12)	337	0.5%

Decimal Number

Value	Count	Frequency (%)
2	1233	20.3%
0	1212	20.0%
1	949	15.6%
3	853	14.1%
5	498	8.2%
4	462	7.6%
6	225	3.7%
9	214	3.5%
7	214	3.5%
8	204	3.4%

Math Symbol

Value	Count	Frequency (%)
+	68	36.4%
>	36	19.3%
±	30	16.0%
<	26	13.9%
=	13	7.0%
¬	5	2.7%
~	5	2.7%
\|	4	2.1%

Currency Symbol

Value	Count	Frequency (%)
$	19	25.0%
¤	19	25.0%
£	18	23.7%
€	14	18.4%
¢	4	5.3%
¥	2	2.6%

Modifier Symbol

Value	Count	Frequency (%)
˜	33	71.7%
´	5	10.9%
¨	4	8.7%
^	3	6.5%
🏻	1	2.2%

Final Punctuation

Value	Count	Frequency (%)
’	830	92.4%
”	66	7.3%
»	1	0.1%
›	1	0.1%

Initial Punctuation

Value	Count	Frequency (%)
“	62	84.9%
‘	9	12.3%
‹	1	1.4%
«	1	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	1758	98.0%
—	21	1.2%
–	14	0.8%

Nonspacing Mark

Value	Count	Frequency (%)
️	9	81.8%
̃	1	9.1%
̧	1	9.1%

Close Punctuation

Value	Count	Frequency (%)
]	1528	62.8%
)	906	37.2%

Open Punctuation

Value	Count	Frequency (%)
[	1526	63.1%
(	891	36.9%

Other Number

Value	Count	Frequency (%)
¼	23	51.1%
³	22	48.9%

Modifier Letter

Value	Count	Frequency (%)
ʻ	2	66.7%
ˆ	1	33.3%

Space Separator

Value	Count	Frequency (%)
	400449	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1391764	74.0%
Common	484928	25.8%
Cyrillic	3291	0.2%
Braille	818	< 0.1%
Arabic	236	< 0.1%
Han	14	< 0.1%
Inherited	11	< 0.1%
Sinhala	3	< 0.1%
Hiragana	2	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	400449	82.6%
,	20822	4.3%
'	18691	3.9%
.	16232	3.3%
"	5732	1.2%
\	4883	1.0%
-	1758	0.4%
]	1528	0.3%
[	1526	0.3%
2	1233	0.3%
Other values (117)	12074	2.5%

Latin

Value	Count	Frequency (%)
e	166052	11.9%
t	121204	8.7%
a	119158	8.6%
o	103654	7.4%
i	95680	6.9%
s	90949	6.5%
n	87979	6.3%
r	71182	5.1%
l	60626	4.4%
h	59011	4.2%
Other values (93)	416269	29.9%

Braille

Value	Count	Frequency (%)
⣿	351	42.9%
⠀	185	22.6%
⣶	16	2.0%
⠉	12	1.5%
⢿	12	1.5%
⠿	11	1.3%
⡿	11	1.3%
⣀	11	1.3%
⣤	11	1.3%
⣾	9	1.1%
Other values (80)	189	23.1%

Cyrillic

Value	Count	Frequency (%)
о	390	11.9%
е	280	8.5%
а	256	7.8%
т	251	7.6%
н	233	7.1%
и	217	6.6%
р	143	4.3%
с	130	4.0%
л	124	3.8%
в	115	3.5%
Other values (44)	1152	35.0%

Arabic

Value	Count	Frequency (%)
ا	50	21.2%
ل	28	11.9%
م	22	9.3%
و	14	5.9%
ي	14	5.9%
د	10	4.2%
ه	10	4.2%
ب	10	4.2%
ت	8	3.4%
ن	8	3.4%
Other values (13)	62	26.3%

Han

Value	Count	Frequency (%)
茶	2	14.3%
番	2	14.3%
症	1	7.1%
調	1	7.1%
失	1	7.1%
合	1	7.1%
統	1	7.1%
病	1	7.1%
裂	1	7.1%
分	1	7.1%
Other values (2)	2	14.3%

Inherited

Value	Count	Frequency (%)
️	9	81.8%
̃	1	9.1%
̧	1	9.1%

Sinhala

Value	Count	Frequency (%)
ඞ	3	100.0%

Hiragana

Value	Count	Frequency (%)
だ	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1868560	99.3%
None	6089	0.3%
Cyrillic	3291	0.2%
Punctuation	1044	0.1%
Braille	818	< 0.1%
Block Elements	504	< 0.1%
Box Drawing	354	< 0.1%
Arabic	240	< 0.1%
Modifier Letters	36	< 0.1%
Math Alphanum	36	< 0.1%
Other values (10)	95	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	400449	21.4%
e	166052	8.9%
t	121204	6.5%
a	119158	6.4%
o	103654	5.5%
i	95680	5.1%
s	90949	4.9%
n	87979	4.7%
r	71182	3.8%
l	60626	3.2%
Other values (82)	551627	29.5%

None

Value	Count	Frequency (%)
é	1231	20.2%
ã	1036	17.0%
á	596	9.8%
ó	489	8.0%
ç	453	7.4%
í	383	6.3%
ê	253	4.2%
ı	213	3.5%
ú	145	2.4%
Ã	144	2.4%
Other values (75)	1146	18.8%

Punctuation

Value	Count	Frequency (%)
’	830	79.5%
”	66	6.3%
“	62	5.9%
…	37	3.5%
—	21	2.0%
–	14	1.3%
‘	9	0.9%
‰	3	0.3%
‹	1	0.1%
›	1	0.1%

Block Elements

Value	Count	Frequency (%)
█	501	99.4%
▄	3	0.6%

Cyrillic

Value	Count	Frequency (%)
о	390	11.9%
е	280	8.5%
а	256	7.8%
т	251	7.6%
н	233	7.1%
и	217	6.6%
р	143	4.3%
с	130	4.0%
л	124	3.8%
в	115	3.5%
Other values (44)	1152	35.0%

Box Drawing

Value	Count	Frequency (%)
─	354	100.0%

Braille

Value	Count	Frequency (%)
⣿	351	42.9%
⠀	185	22.6%
⣶	16	2.0%
⠉	12	1.5%
⢿	12	1.5%
⠿	11	1.3%
⡿	11	1.3%
⣀	11	1.3%
⣤	11	1.3%
⣾	9	1.1%
Other values (80)	189	23.1%

Arabic

Value	Count	Frequency (%)
ا	50	20.8%
ل	28	11.7%
م	22	9.2%
و	14	5.8%
ي	14	5.8%
د	10	4.2%
ه	10	4.2%
ب	10	4.2%
ت	8	3.3%
ن	8	3.3%
Other values (14)	66	27.5%

Modifier Letters

Value	Count	Frequency (%)
˜	33	91.7%
ʻ	2	5.6%
ˆ	1	2.8%

Currency Symbols

Value	Count	Frequency (%)
€	14	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
™	10	100.0%

VS

Value	Count	Frequency (%)
️	9	100.0%

Dingbats

Value	Count	Frequency (%)
✅	6	60.0%
❗	3	30.0%
❤	1	10.0%

Emoticons

Value	Count	Frequency (%)
😁	5	23.8%
😭	3	14.3%
😍	3	14.3%
😋	3	14.3%
🙅	3	14.3%
😮	2	9.5%
😏	1	4.8%
🙏	1	4.8%

Misc Symbols

Value	Count	Frequency (%)
♂	4	40.0%
⚡	3	30.0%
♥	1	10.0%
★	1	10.0%
♡	1	10.0%

Math Alphanum

Value	Count	Frequency (%)
𝙖	4	11.1%
𝙚	3	8.3%
𝗛	3	8.3%
𝗦	3	8.3%
𝗧	3	8.3%
𝗜	3	8.3%
𝙘	2	5.6%
𝙞	2	5.6%
𝙈	2	5.6%
𝙤	2	5.6%
Other values (8)	9	25.0%

Sinhala

Value	Count	Frequency (%)
ඞ	3	100.0%

CJK

Value	Count	Frequency (%)
茶	2	14.3%
番	2	14.3%
症	1	7.1%
調	1	7.1%
失	1	7.1%
合	1	7.1%
統	1	7.1%
病	1	7.1%
裂	1	7.1%
分	1	7.1%
Other values (2)	2	14.3%

Hiragana

Value	Count	Frequency (%)
だ	2	100.0%

Diacriticals

Value	Count	Frequency (%)
̃	1	50.0%
̧	1	50.0%

Plays
Text

Distinct	258
Distinct (%)	17.1%
Missing	0
Missing (%)	0.0%
Memory size	11.9 KiB

Length

Max length	4
Median length	4
Mean length	3.5383598
Min length	1

Characters and Unicode

Total characters	5350
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	133 ?
Unique (%)	8.8%

Sample

1st row	17K
2nd row	21K
3rd row	30K
4th row	28K
5th row	21K

Value	Count	Frequency (%)
12k	50	3.3%
13k	40	2.6%
14k	39	2.6%
1.6k	33	2.2%
1.1k	29	1.9%
1.4k	27	1.8%
1.2k	25	1.7%
1.3k	25	1.7%
16k	24	1.6%
1.7k	24	1.6%
Other values (248)	1196	79.1%

Most occurring characters

Value	Count	Frequency (%)
K	1341	25.1%
.	936	17.5%
1	708	13.2%
2	419	7.8%
3	346	6.5%
4	304	5.7%
6	274	5.1%
7	268	5.0%
5	267	5.0%
9	235	4.4%
Other values (2)	252	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3073	57.4%
Uppercase Letter	1341	25.1%
Other Punctuation	936	17.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	708	23.0%
2	419	13.6%
3	346	11.3%
4	304	9.9%
6	274	8.9%
7	268	8.7%
5	267	8.7%
9	235	7.6%
8	193	6.3%
0	59	1.9%

Uppercase Letter

Value	Count	Frequency (%)
K	1341	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	936	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4009	74.9%
Latin	1341	25.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	936	23.3%
1	708	17.7%
2	419	10.5%
3	346	8.6%
4	304	7.6%
6	274	6.8%
7	268	6.7%
5	267	6.7%
9	235	5.9%
8	193	4.8%

Latin

Value	Count	Frequency (%)
K	1341	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5350	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
K	1341	25.1%
.	936	17.5%
1	708	13.2%
2	419	7.8%
3	346	6.5%
4	304	5.7%
6	274	5.1%
7	268	5.0%
5	267	5.0%
9	235	4.4%
Other values (2)	252	4.7%

Playing
Text

Distinct	396
Distinct (%)	26.2%
Missing	0
Missing (%)	0.0%
Memory size	11.9 KiB

Length

Max length	4
Median length	3
Mean length	2.5152116
Min length	1

Characters and Unicode

Total characters	3803
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	87 ?
Unique (%)	5.8%

Sample

1st row	3.8K
2nd row	3.2K
3rd row	2.5K
4th row	679
5th row	2.4K

Value	Count	Frequency (%)
1.1k	24	1.6%
1.2k	17	1.1%
22	14	0.9%
65	13	0.9%
2	13	0.9%
39	13	0.9%
59	13	0.9%
20	12	0.8%
15	12	0.8%
18	12	0.8%
Other values (386)	1369	90.5%

Most occurring characters

Value	Count	Frequency (%)
1	685	18.0%
2	485	12.8%
3	387	10.2%
5	351	9.2%
4	339	8.9%
8	310	8.2%
6	299	7.9%
7	273	7.2%
9	266	7.0%
0	243	6.4%
Other values (2)	165	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3638	95.7%
Uppercase Letter	87	2.3%
Other Punctuation	78	2.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	685	18.8%
2	485	13.3%
3	387	10.6%
5	351	9.6%
4	339	9.3%
8	310	8.5%
6	299	8.2%
7	273	7.5%
9	266	7.3%
0	243	6.7%

Uppercase Letter

Value	Count	Frequency (%)
K	87	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	78	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3716	97.7%
Latin	87	2.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	685	18.4%
2	485	13.1%
3	387	10.4%
5	351	9.4%
4	339	9.1%
8	310	8.3%
6	299	8.0%
7	273	7.3%
9	266	7.2%
0	243	6.5%

Latin

Value	Count	Frequency (%)
K	87	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3803	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	685	18.0%
2	485	12.8%
3	387	10.2%
5	351	9.2%
4	339	8.9%
8	310	8.2%
6	299	7.9%
7	273	7.2%
9	266	7.0%
0	243	6.4%
Other values (2)	165	4.3%

Backlogs
Text

Distinct	544
Distinct (%)	36.0%
Missing	0
Missing (%)	0.0%
Memory size	11.9 KiB

Length

Max length	4
Median length	3
Mean length	3.3531746
Min length	1

Characters and Unicode

Total characters	5070
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	313 ?
Unique (%)	20.7%

Sample

1st row	4.6K
2nd row	6.3K
3rd row	5K
4th row	4.9K
5th row	8.3K

Value	Count	Frequency (%)
1.5k	52	3.4%
1.1k	43	2.8%
1.3k	42	2.8%
1.8k	33	2.2%
1.7k	32	2.1%
2.4k	32	2.1%
1.2k	32	2.1%
1.6k	32	2.1%
2.1k	31	2.1%
2.7k	29	1.9%
Other values (534)	1154	76.3%

Most occurring characters

Value	Count	Frequency (%)
K	759	15.0%
.	680	13.4%
1	677	13.4%
2	564	11.1%
3	405	8.0%
5	341	6.7%
4	341	6.7%
7	312	6.2%
6	308	6.1%
9	286	5.6%
Other values (2)	397	7.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3631	71.6%
Uppercase Letter	759	15.0%
Other Punctuation	680	13.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	677	18.6%
2	564	15.5%
3	405	11.2%
5	341	9.4%
4	341	9.4%
7	312	8.6%
6	308	8.5%
9	286	7.9%
8	266	7.3%
0	131	3.6%

Uppercase Letter

Value	Count	Frequency (%)
K	759	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	680	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4311	85.0%
Latin	759	15.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	680	15.8%
1	677	15.7%
2	564	13.1%
3	405	9.4%
5	341	7.9%
4	341	7.9%
7	312	7.2%
6	308	7.1%
9	286	6.6%
8	266	6.2%

Latin

Value	Count	Frequency (%)
K	759	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5070	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
K	759	15.0%
.	680	13.4%
1	677	13.4%
2	564	11.1%
3	405	8.0%
5	341	6.7%
4	341	6.7%
7	312	6.2%
6	308	6.1%
9	286	5.6%
Other values (2)	397	7.8%

Wishlist
Text

Distinct	573
Distinct (%)	37.9%
Missing	0
Missing (%)	0.0%
Memory size	11.9 KiB

Length

Max length	4
Median length	3
Mean length	3.0972222
Min length	1

Characters and Unicode

Total characters	4683
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	241 ?
Unique (%)	15.9%

Sample

1st row	4.8K
2nd row	3.6K
3rd row	2.6K
4th row	1.8K
5th row	2.3K

Value	Count	Frequency (%)
1.3k	41	2.7%
1.2k	39	2.6%
1.1k	30	2.0%
1.4k	30	2.0%
1.6k	25	1.7%
1k	24	1.6%
2.2k	24	1.6%
2k	22	1.5%
1.9k	20	1.3%
1.5k	18	1.2%
Other values (563)	1239	81.9%

Most occurring characters

Value	Count	Frequency (%)
1	765	16.3%
2	567	12.1%
3	432	9.2%
K	409	8.7%
4	403	8.6%
6	363	7.8%
.	360	7.7%
5	337	7.2%
7	304	6.5%
9	288	6.1%
Other values (2)	455	9.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3914	83.6%
Uppercase Letter	409	8.7%
Other Punctuation	360	7.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	765	19.5%
2	567	14.5%
3	432	11.0%
4	403	10.3%
6	363	9.3%
5	337	8.6%
7	304	7.8%
9	288	7.4%
8	261	6.7%
0	194	5.0%

Uppercase Letter

Value	Count	Frequency (%)
K	409	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	360	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4274	91.3%
Latin	409	8.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	765	17.9%
2	567	13.3%
3	432	10.1%
4	403	9.4%
6	363	8.5%
.	360	8.4%
5	337	7.9%
7	304	7.1%
9	288	6.7%
8	261	6.1%

Latin

Value	Count	Frequency (%)
K	409	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4683	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	765	16.3%
2	567	12.1%
3	432	9.2%
K	409	8.7%
4	403	8.6%
6	363	7.8%
.	360	7.7%
5	337	7.2%
7	304	6.5%
9	288	6.1%
Other values (2)	455	9.7%

Unnamed: 0
Rating

Rating
Unnamed: 0

Rating
Unnamed: 0

Auto

Heatmap
Table

	Rating	Unnamed: 0
Rating	1.000	-0.308
Unnamed: 0	-0.308	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Unnamed: 0	Title	Release Date	Team	Rating	Times Listed	Number of Reviews	Genres	Summary	Reviews	Plays	Playing	Backlogs	Wishlist
0	0	Elden Ring	Feb 25, 2022	['Bandai Namco Entertainment', 'FromSoftware']	4.5	3.9K	3.9K	['Adventure', 'RPG']	Elden Ring is a fantasy, action and open world game with RPG elements such as stats, weapons and spells. Rise, Tarnished, and be guided by grace to brandish the power of the Elden Ring and become an Elden Lord in the Lands Between.	["The first playthrough of elden ring is one of the best eperiences gaming can offer you but after youve explored everything in the open world and you've experienced all of the surprises you lose motivation to go exploring on repeat playthroughs which takes a lot away from the replayability which is a very important thing for from games imo.", 'a replay solidified my love for elden ring. so easily my favorite game of all time. actually beating malenia this time was also an amazing feeling. i just love being in this world man its the greatest of all time', 'The game is absolutely beautiful, with so much to do. The replayability is crazy. And it never gets old with it too.', 'Took everything great about the Soulsborne games and make it 100% better.', 'I play with my overlevelled friend every time and we still fail sometimes (he’s on NG6), insanely difficult game lol\n \n gorgeous graphics, animations, everything about this game is so beautiful. deserves all the hype it gets. If you have a powerful enough pc I definitely recommend you play it on there, if you use keyboard, you’ll want to change the keybinds because the defaults are ass.', "Tied as my favorite souls game with Bloodborne, truly one I'll keep coming back too."]	17K	3.8K	4.6K	4.8K
1	1	Hades	Dec 10, 2019	['Supergiant Games']	4.3	2.9K	2.9K	['Adventure', 'Brawler', 'Indie', 'RPG']	A rogue-lite hack and slash dungeon crawler in which Zagreus, son of Hades the Greek god of the dead, attempts to escape his home and his oppressive father by fighting the souls of the dead through the various layers of the ever-shifting underworld, while getting to know and forging relationships with its inhabitants.	['convinced this is a roguelike for people who do not like the genre. The art is technically good but the aesthetic does very little for me, too clean or something. idk wish I liked it but I do not', 'incredible art, a banger soundtrack a surprisingly charming storyline and a big red dog. hades has very smooth gameplay but after playing it for a while it just feels like youre doing the same 3 hit combo ove and over again, which dont get me wrong that combo feels great to do but once i becomes muscle memory you kinda go into autopilot. also i think the boons are cool but i would like to see them change the flow of combat a bit more, there are some cool ones like the grape boon that can change the way you play but most of them are just upgrades that dont really change the gameplay or strategy. other then those 2 small gripes the game is fantastic.', "People tell me this game gets really really good at some point but i've beaten entire games in the amount of time I gave this game.", 'Não sou muito de jogo indie, admito que joguei poucos, mas devo dizer que Hades foi um dos melhores jogos que joguei na vida, facilmente no top 15. Toda sua arte, dublagem, gameplay, carisma dos personagens, é tudo incrivel', "I can't shake the feeling that I am thoroughly bored playing Hades. I've picked up Hades three times over the last few years, and three times I've found myself putting down the controller after a handful of hours, especially after reaching the third stage, and I couldn't figure out why it wasn't working for me. After giving it a few good goes, I've finally managed to pin down what it is that just doesn't click for me about Hades.", 'One of my favorites in the rogue-likes/lites, only being beat by binding of Isaac. I love the characters (Thanatos my beloved) and the writing and the art style and RRRAAAAHHH THIS GAME IS AWESOME']	21K	3.2K	6.3K	3.6K
2	2	The Legend of Zelda: Breath of the Wild	Mar 03, 2017	['Nintendo', 'Nintendo EPD Production Group No. 3']	4.4	4.3K	4.3K	['Adventure', 'RPG']	The Legend of Zelda: Breath of the Wild is the first 3D open-world game in the Zelda series. Link can travel anywhere and be equipped with weapons and armor found throughout the world to grant him various bonuses. Unlike many games in the series, Breath of the Wild does not impose a specific order in which quests or dungeons must be completed. While the game still has environmental obstacles such as weather effects, inhospitable lands, or powerful enemies, many of them can be overcome using the right method. A lot of critics ranked Breath of the Wild as one of the best video games of all time.	['This game is the game (that is not CS:GO) that I have played the most ever. I have played this game for 400 hours.', "A really good switch game, however didn't really grip me like mario odyssey", "i was very disappointed by the final boss fight, but the rest of the game is so good it makes me not want to even do the final boss fight anyway just so i can play more of the game. i do wish that there were more unique mechanics in combat besides just parrying and link's flurry rush, but the world is really pretty and actually incentivizes exploring it. characters are great, story is great and makes you work for it, and there's tons of hidden secrets and details.", 'em 105 horas de jogo não houve um segundo que eu não tava me divertindo e eu acho que isso diz muito', 'Sencillamente el mejor juego que he tenido el placer de disfrutar, esperé 5 años para poder jugarlo y puedo decir que valió cada segundo la espera. No estoy ni cerca de conseguir el 100%, tengo mas de 100 horas y aún estoy descubriendo cosas nuevas. Va más allá de un simple juego, es una experiencia que lamentablemente solo se puede vivir una vez en la vida y la recomiendo totalmente.', 'em meio a tanto jogo de mundo aberto ruim saindo por aí na última década, acho que da pra entender porque breath of the wild chocou tanto as pessoas no ano em que ele lançou. E realmente eu acho que é o melhor mundo aberto que eu já joguei até hoje, explorar cada pedacinho desse mundo é TÃO GOSTOSO, parece que tudo aqui tá no mapa tem um propósito para estar lá, diferente dos mapas vazios da ubisoft por exemplo. Acho que o unico defeito é esses sistema chatinho de durabilidade das armas, ficar trocando de arma o tempo todo é tão chato, espero que no próximo não tenha.']	30K	2.5K	5K	2.6K
3	3	Undertale	Sep 15, 2015	['tobyfox', '8-4']	4.2	3.5K	3.5K	['Adventure', 'Indie', 'RPG', 'Turn Based Strategy']	A small child falls into the Underground, where monsters have long been banished by humans and are hunting every human that they find. The player controls the child as they try to make it back to the Surface through hostile environments, all the while engaging with a turn-based combat system with puzzle-solving and bullet hell elements, as well as other unconventional game mechanics.	['soundtrack is tied for #1 with nier automata. a super charming story and characters which have become iconic. and all that made by 1 man. thats it, thats the review i have no criticisms', 'Just play this game, Dont look at any of these reviews, just pick the game up and know nothing else about it if you are one of the lucky ones that didnt get spoiled on the game. It will fucking break you in the best of ways', 'Não há palavras que deem para descrever a experiência que foi esse jogo.', 'CLASSSSSSSSSSSSSSSICCCCCCCCCCCCCCCCCCC', 'whooaa ohh ohhhh ohoohhohh ohhwooaah story of undertale', 'A nice unique take on the RPG indie game format by incorporating really good ideas, funny interactions, an incredibly subtle story, and wonderful music. Definitely a must play if you have not already.']	28K	679	4.9K	1.8K
4	4	Hollow Knight	Feb 24, 2017	['Team Cherry']	4.4	3K	3K	['Adventure', 'Indie', 'Platform']	A 2D metroidvania with an emphasis on close combat and exploration in which the player enters the once-prosperous now-bleak insect kingdom of Hallownest, travels through its various districts, meets friendly inhabitants, fights hostile ones and uncovers the kingdom's history while improving their combat abilities and movement arsenal by fighting bosses and accessing out-of-the-way areas.	["this games worldbuilding is incredible, with its amazing soundtrack and gorgeous art direction it really makes you feel like you're spiderman. one of the best value in gaming tbh, this game is packed full of content and none of it feels like filler. even the boss rush manages to feel fresh by introducing some surprise bosses/boss variants as rewards for beating tough pantheons. cant wait to play silksong when i turn 80!", "This isn't just a game, this is an entire experience.\n \n I was not too much into Metroidvania games and then I tried this without any expectation, it became one of my favorite games of all time and brought me into the genre, now I'm seeking for similar adventures and I can't wait for Silksong.\n \n I've done all 112% in my first run and now I'm beating the game again, then I'll aim to master the game on Steam, and this is the first time a game instigated me to do that. Masterpiece.", 'Faz uns 2/3 anos que eu zerei esse jogo, mesmo assim nunca saiu da minha memória.\n \n Vou rejogar para fazer uma análise mais aprofundada', 'i like how you can bounce on spikes with your nail. a good casual game that offers additional challenges for people that are socially challenged', 'A rivetting action/adventure game with a stunning design. Extremely rewarding but also gruesomly difficult at times.', 'I\'d give this game a 4 for each individual aspect (platforming, exploration, combat) but the integration and packaging of the content are so good, it\'s slightly better that the sum of its parts. Most of the combat and traversal abilities feel useful, and many evoke that Super Metroid-y, gleeful feeling that you\'ll finally be able to access that new area, grab that item, or beat that boss. The end-game challenges, reminiscent of Wiley\'s fortress and boss rushes after Megaman has fully self-actualized, were the highlight. Boss rushes in particular were fun to dissect and master. I found uses for some charms I had written off as "not my style" to counter some of the unconventional boss mechanics. My only gripes:\n \n -The repeated backtracking. I get it - a fast-travel mechanic that\'s too liberal can erase the environment, but this was excessive.\n \n -Some of the charms seemed worthless, even after strategizing for boss, combat, and platforming rushes.\n \n -In the name of decency and civility, make geo-sucking ability automatic.']	21K	2.4K	8.3K	2.3K
5	5	Minecraft	Nov 18, 2011	['Mojang Studios']	4.3	2.3K	2.3K	['Adventure', 'Simulator']	Minecraft focuses on allowing the player to explore, interact with, and modify a dynamically-generated map made of one-cubic-meter-sized blocks. In addition to blocks, the environment features plants, mobs, and items. Some activities in the game include mining for ore, fighting hostile mobs, and crafting new blocks and tools by gathering various resources found in the game. The game's open-ended model allows players to create structures, creations, and artwork on various multiplayer servers or their single-player maps. Other features include redstone circuits for logic computations and remote actions, minecarts and tracks, and a mysterious underworld called the Nether. A designated but completely optional goal of the game is to travel to a dimension called the End, and defeat the ender dragon.	['Minecraft is what you make of it. Unfortunately theres no reason to do anything.', 'muito bom, vc pode construir, usar sua imaginação, mods, sobreviver, jogar multiplayer e até zerar o jogo! minecraft é um jogo incrível e fica melhor a cada atualização, (nunca zerei mesmo depois de muitos anos)', 'Jogo incrível, muito divertido, e com amigos fica ainda mais legal.', 'baby gammeeee 😭\n \n had the most fun playing when it was first released sory\n \n still fun for a couple of hours when playing with people tho! 😁', 'Майнкрафт сука это моя жизнь блядь! МАЙНКРААААФТ!!! Ой, мама пришла.', 'E um game maneiro mais jogar ele sem amigos ou sem mods é meio chato']	33K	1.8K	1.1K	230
6	6	Omori	Dec 25, 2020	['OMOCAT', 'PLAYISM']	4.2	1.6K	1.6K	['Adventure', 'Indie', 'RPG', 'Turn Based Strategy']	A turn-based surreal horror RPG in which a child traverses various mundane, quirky, humourous, mysterious and horrific lands with his friends in search of a missing person while confronting his past and his fears. Explore a strange world full of colorful friends and foes. When the time comes, the path you’ve chosen will determine your fate... and perhaps the fate of others as well.	["The best game I've played in my life", "omori is a game held up by it's heartbreaking, emotional story and lifelike characters, and ultimately let down by lackluster battle mechanics and a gimmicky otherworld.", 'I FUCKING LOVE AIR CONDITIONING.', 'didnt close my eyes', 'Still not finished but loving the game', 'One of my favorite games of all time, it definitely has flaws with it\'s pacing (god I fucking hate sweetheart\'s castle section) but the twist and just overall the characters are so likeable and well written like Aubrey, Kel and Hero...I don\'t really care too much about Sunny but he\'s alright I guess, gets the job done. I feel basil could definitely use some more screentime, the guy rarely gets any in the real world section of the game. The writing is pretty good too though I\'m not a fan of the "le quirky random indie game writing xdddd" like this game has but there were times where it did make me chuckle.']	7.2K	1.1K	4.5K	3.8K
7	7	Metroid Dread	Oct 07, 2021	['Nintendo', 'MercurySteam']	4.3	2.1K	2.1K	['Adventure', 'Platform']	Join intergalactic bounty hunter Samus Aran in her first new 2D Metroid story in 19 years. Samus’ story continues after the events of the Metroid Fusion game when she descends upon planet ZDR to investigate a mysterious transmission sent to the Galactic Federation. The remote planet has become overrun by vicious alien lifeforms and chilling mechanical menaces. Samus is more agile and capable than ever, but can she overcome the inhuman threat stalking the depths of ZDR?	['Have only been a Metroid fan for couple of years but I think this was worth the 19 year wait', 'The most unexpected Nintendo release of 2021, a pretty good offering by Mercury Steam, while some ideas are questionable like these invulnerable bosses that need to be avoided, they do add up to the tension. The final boss is unforgiving and punishes hard.', "The best 2D metroid has been. The art design in this one pops out so much, you'll remember distinct areas for later. The abilities are so fast in this one, and some puzzles require some strong thinking even knowing where the item locations are.", 'there was nothing dreadful about this game... nothing!', 'context sensitive grappling hooks are a hatecrime', 'This is by far the best 2D Metroid. Not only is the game loop refined but the cinematics and story really surprised me. Samus exudes badass every moment shes on screen. A must play. Also the bosses are god damn brutal compared to previous Metroids.']	9.2K	759	3.4K	3.3K
8	8	Among Us	Jun 15, 2018	['InnerSloth']	3.0	867	867	['Indie', 'Strategy']	Join your crew-mates in a multiplayer game of teamwork and betrayal! Play with 4-15 players online or via local WiFi as you attempt to prepare your spaceship for departure, but beware as one or more random players among the Crew are Impostors bent on killing everyone!	["it's a solid party game. i'm bad at lying though and it makes me feel bad; not a complaint with the game, it's a complaint with myself that makes it harder for me personally to enjoy", 'ඞ amogus', 'lie to your friends simulator', 'Amogus', 'I vote we just shoot Wawa into space and see what happens.', 'ya, i beat among us, what about it']	25K	470	776	126
9	9	NieR: Automata	Feb 23, 2017	['PlatinumGames', 'Square Enix']	4.3	2.9K	2.9K	['Brawler', 'RPG']	NieR: Automata tells the story of androids 2B, 9S and A2 and their battle to reclaim the machine-driven dystopia overrun by powerful machines.	['Holy shit', 'im carrying the weight of the wooooooooooooooooooorld', 'no me llamaba la atención y lo compré por el precio y un cacho de curiosidad... me volvió totalmente loco todo, la historia, el arte, el mundo y la BANDA SONORA SEXO', '😋😍🥰🥵', 'NieR: Automata is an unforgettable game. Androids vs. Machines, all while trying to save humanity, and uncover the cold truth of this post-apocalyptic world. 2B and 9S share a common goal, but have differing views through the story. The combat is more fleshed out than its predecessor due to chips and pod mechanics. Characters change and face reality after meeting characters and concepts never seen before.', 'This is my favorite game ever and the only game I cared enough about to get the platinum trophy in. I might be biased here but the game has a lot of things I loved going in like the post apocalyptic setting. The game isn’t perfect and while things like the 9s hacking and route b pushed a lot of people away I still thoroughly enjoyed it. Getting ending s and the final shut em up section in the credits ending with me giving up my save file to protect a fellow player is one of the most beautiful moments I’ve seen in fiction as a whole']	18K	1.1K	6.2K	3.6K

	Unnamed: 0	Title	Release Date	Team	Rating	Times Listed	Number of Reviews	Genres	Summary	Reviews	Plays	Playing	Backlogs	Wishlist
1502	1502	Billy Hatcher and the Giant Egg	Sep 23, 2003	['Sonic Team', 'Sega']	3.1	133	133	['Platform']	He may wear a Rooster Suit, but no one calls him Chicken!\n \n\n Billy Hatcher must use the powers of a legendary suit to conquer an evil King who seeks to rule with an everlasting night. Slightly mischievous, yet always cool, only Billy can return the light to the land!	['Truly a very large egg', "Mechanics in this Katamari Sonic Adventure game are rough. 9/10 attempted jumps either get you killed or having only just the egg make it to the platform because your short ass is too tiny for this ride. Also never trust rails, I've died way too many times because of RAILS.\n \n Fun game though, probably never gonna play it again.", "this game was hard as balls to find and buy, i spent like a decade looking for it. was it worth the wait? i mean kinda? The game is oozing with sonic team charm all over the place, but sometimes the games mechanics will just screw you over, mostly in the fact that billy is kinda useless without an egg, so if theres a situation where your egg gets somewhere you can't go or you have to be seperated from your egg, then that makes you kinda just a sitting duck for a while. Other than that, its a totally servicable platformer with plenty of things to do and a BANGIN OST. I'd say check it out, but I don't think its a must-play or anything. If you are the type of person that would even look at a game featuring a chicken boy rolling eggs around then I think you'll find something to love here.", 'billy didn’t expect me to have hours of katamari tucked away so i was ready for his little rolly polly egg game', 'My father won this game for me and my sister before we even owned a GameCube. And to be honest, I barely remember if I liked it or not. I suppose it’s probably just average.', 'Trash, just fucking trash.']	797	12	322	212
1503	1503	Tekken Tag Tournament 2	Sep 14, 2011	['Bandai Namco Entertainment']	3.8	211	211	['Fighting']	A highly competitive fighting game where you can choose from 60 different characters. Some new and most old, still making the game of the franchise the most character-rich of them all so far.	['Jun kazama sua desgraçada', 'i hate videogames', "Didn't get to experience it after I really got in touch with combos and characters but I love it for what it is. 5/5", "Favorite game in the series ive played so far?????????? EHHHHHHHHHHHHHHHHH IDK but it sure as shit is up there, i fucking love this game i love the stages i love the variety here and being able to do tags and solos is so fire\n \n I even got to try out characters i never rlly played much before like i think i finally understand how to play Lars, Nina, Jun and Bob\n \n and I love playing Jaycee a lot too\n \n Shame that this is like literally her only game she's in.. technically LMAO\n \n thats okay though bc Lei has never let me down anyways", 'Run it homie', "As a game it's great, as an experience, with the online mode and the different forms of BS this game had to offer at higher levels of play, it was frustrating"]	1.7K	7	140	95
1504	1504	Bloons TD 5	Dec 14, 2011	['Ninja Kiwi']	3.6	62	62	['Simulator', 'Strategy', 'Tactical']	Five-star tower defense with unrivaled depth and replayability.\n \n\n The Bloons are back in full HD glory and this time they mean business! Build awesome towers, choose your favorite upgrades, hire cool new Special Agents, and pop every last invading Bloon in the best ever version of the most popular tower defense series in history.\n \n\n Featuring an all New Tower and Special Agent, glorious HD graphics, original Tracks and Special Missions, a whole new tier of Specialty Building upgrades, and a never-before-seen Monkey Lab to upgrade your towers, Bloons TD 5 delivers hours of fun and challenging play to fans and new players alike.	['My favorite thing to do was go into sandbox and place 30 Gatling guns', 'I bought the deluxe version of this game as a kid and never received it. I hit wits end that day.', 'played in middle school\n \n it was fun i guess', 'Fun time-waster, loaded with nostalgia.', 'bad grapish', 'Loud wet farting noise']	1.6K	15	46	13
1505	1505	JoJo's Bizarre Adventure	Oct 31, 1999	['Capcom', 'Virgin Interactive Entertainment, Inc.']	3.7	65	65	['Fighting']	JoJo's Bizarre Adventure is the console version of 1998 Arcade game of the same title. Two console versions were produced. The 1999 PlayStation version is based on JoJo's Venture, but features the additional characters from the second version of the arcade game and an exclusive "Super Story Mode", which covers the entire Stardust Crusaders story arc. The Dreamcast version, also released in 1999, features both the original and revised versions of the arcade game in their original forms.	['i laughed, i cried, but most importantly I got 2-0’d by vinesauce joel one day. awesome game', 'el de arcade es mejor, lo pase después de varias noches de sexo desenfrenado con mi panita Gabo, comentario muy gordito pero tiene minijuegos que adaptan partes del manga que no pueden mostrarse como pelea y eso me gusto, osea usuarios de stand que no peleaban como tal etc etc', 'this game is very bizarre??', 'the super story mode in the playstation version has a lot of weird silly minigames and cutscenes. play it for the most unique adaptation of stardust crusaders', 'Capcom really make this game with passion. The graphics are superb and Capcom had their sprite work at the top. The gameplay is very good, some characters can be unbalanced though, but the music is phenomenal. The story mode is great! Explaining the entire plot from the manga, a negative point is the quick time events which are very unfair when they appear. Great game, super fun, worth to play it.', 'https://youtu.be/DJKY1lNJQ8Q']	634	10	93	82
1506	1506	Another World	Dec 31, 1991	['Virgin Interactive Entertainment (Europe) Ltd.', 'Delphine Software']	3.3	232	232	['Adventure', 'Platform', 'Puzzle']	Another World chronicles the story of a man hurtled through space and time by a nuclear experiment gone wrong. You assume the role of Lester Knight Chaykin, a young physicist. You’ll need to dodge, outwit, and overcome a host of alien monsters and deadly earthquakes that plague the alien landscape you now call home. Only a perfect blend of logic and skill will get you past the deadly obstacles that lie in waiting.	['this one raises the bar for both video games and sci-fi for anyone who experiences it', 'Esse jogo não tem uma linha de diálogo sequer.', "A favorite game of mine. The feeling of being disconnected in a mostly lonely and alien atmosphere, all while attempting to fumble your way through survival with ideas and guesswork feels relatable. The art style opens imagination with it's shadowed beasts and imperfect shapes as you explore your surroundings, where the only clear goal is to keep moving.", "A very beautiful looking game. That was basically the only reason this game peaked my interest. Been wanting to play this one for almost a decade. Honestly, it's fine. It's another difficult side scroller with rotoscoped graphics. Very stunning but the gameplay is just... wow. That some shit.", 'Visually spectacular, but far too difficult for me.', 'Valiente Mierda']	939	8	332	201
1507	1507	Back to the Future: The Game	Dec 22, 2010	['Telltale Games']	3.2	94	94	['Adventure', 'Point-and-Click']	Back to the Future: The Game is one of Telltale Games' popular episodic games. It follows the story of the famous Marty McFly and Doc Brown as they stumble through another adventure in time. It is broken into 5 episodes, and incorporates Telltale's unique spin on point-and-click games.	['Very enjoyable game. The story adds onto the movies without ruining anything from them. The gameplay is also pretty cool and fun, the puzzles are challenging but not annoying.', 'i need to give this another try', 'When I was little I was obsessed with Back to the Future and then I found this game on my iPad. I played it all the time and I made my dad buy all the episodes. I didn’t even really know much in english so I was always asking my dad what this and that means lol. Poor dad. I don’t remember much of the episodes except for the first one so I can’t really give the game a rating. Anyways I really love this game still and I am very sad it is no longer available on my iPad :((', "Probably the closest we'll ever get to BTTF 4 but honestly they pulled it off.", 'Für mich der inoffizielle vierte Teil der Reihe. Klar, die Puzzles dieses Point and Click Adventures von Telltale sind super einfach, aber ich bin hier wegen der Story und die wurde in meinen Augen gelungen weitergeführt. Ein Trumpf ist auch, dass Christopher Lloyd als Doc Brown zurückkehrt und die englische Stimme von Marty unfassbar nah an Michael J. Fox ist. Wer die Filme liebt, kann hier eigentlich kaum etwas falsch machen. Spannend, toll geschrieben, mit viel Humor und dem Herz am rechten Fleck. Ein Muss für alle, die sich einen vierten Teil wünschen, aber Angst haben, dass ein weiterer Film das Ansehen der Reihe zerstören könnte.', "Probably the closest we'll get to a good Back to the Future 4 and I'm fine with that."]	763	5	223	67
1508	1508	Team Sonic Racing	May 21, 2019	['Sumo Digital', 'Sega']	2.9	264	264	['Arcade', 'Racing']	Team Sonic Racing combines the best elements of arcade and fast-paced competitive style racing as you face-off with friends in intense multiplayer racing.	['jogo morto mas bom', 'not my cup of tea', "Compared to the previous two sonic kart racers from sumo digital, this game is a step back in almost every direction. I had very high expectations for this game, coming from the masterpiece that is sonic and all stars racing transformed, and while the only-sonic approach had me initially concerned, I realized that the sonic IP is definitely vast enough to have enough interesting locales and characters to base an entire kart racer off of. As long as the tracks were solid and the mechanics were fun, that's all this game needed to be a winner.", 'One of the funnest PS plus games ever.', 'it looks pretty ig', "Feels great to play but the lack of budget kills all of its goodwill. It's fun having a game where the (mostly) full Sonic cast is interacting again, but there's no meat on this plot's bone - even less so in the campaign's actual missions and pacing."]	1.5K	49	413	107
1509	1509	Dragon's Dogma	May 22, 2012	['Capcom']	3.7	210	210	['Brawler', 'RPG']	Set in a huge open world, Dragon’s Dogma: Dark Arisen presents a rewarding action combat experience. Players embark on an epic adventure in a rich, living world with three AI companions, known as Pawns. These partners fight independently, demonstrating prowess and ability that they have developed based on traits learnt from each player. PC users can share these Pawns online and reap rewards of treasure, tips and strategy hints for taking down the terrifying enemies. Pawns can also be borrowed when specific skills are needed to complete various challenging quests.	['Underrated.', 'A grandes rasgos, es como un MMO pero para un jugador. Me explico:', 'peak kino\n \n raw soul\n \n i got my pawn shittalked in a /v/ thread in 2015', "I got this way back when on release and absolutely hated it. Returned to it to play Dark Arisen on Steam in 2022 and realized there's a lot of charm and fun to be had here. I maybe only spent around 20 more hours with it, but I enjoyed them. Looking forward to the sequel tbh.", 'ok knorke', 'Muito pika puta merda, gameplay incrivel, exploração boa, lutas contra inimigos enormes muito foda, jogão']	1.1K	45	487	206
1510	1510	Baldur's Gate 3	Oct 06, 2020	['Larian Studios']	4.1	165	165	['Adventure', 'RPG', 'Strategy', 'Tactical', 'Turn Based Strategy']	An ancient evil has returned to Baldur's Gate, intent on devouring it from the inside out. The fate of Faerun lies in your hands. Alone, you may resist. But together, you can overcome.	['Bu türe bu oyunla girmeye çalışmak hataydı sanırım.', "Even if this turns out to be a perfect execution, it'll still be an adaptation of dnd 5e and that game fucking sucks it's so boring and badly designed", "takes the worst parts of DOS 2, cranks them up to 12, and tries to stick them in a Baldur's Gate game. Said parts proceed to clash so hard I'd rather rip my eyes out than continue playing.", "A thriving story with well-written companions, close-to-perfect D&D mechanics, Better combat system than Divinity 2: Original Sin. As for the graphics, the characters look very realistic, facial capture artists are really beautiful. Before you play the game I suggest that you should read Descent Into Avernus. My last words are, I CAN'T WAIT TO PLAY ACT 2-3.", 'friends are required to enjoy this game.', "Game can be fun but the story, character interactions, and the characters themselves all FUCKING SUCK. It's early access so I won't hate on glitches but god damn do the characters reek doodoo! Lae'zel is one dimension and lame, Shadowheart is fucking boring and again one dimensional, Gael is like someone wrote their own op ass DnD character into the game at level 1 with the excuse being they lost their power. Astarion is funny as fuck, but is also just one dimensional. If you wanna be good then don't have him in your party because he will not like anything you do. Will is the only party member that I even remotely like. He is at least a nice guy with an okay backstory. Game is also terribly optimized for storage."]	269	79	388	602
1511	1511	The LEGO Movie Videogame	Feb 04, 2014	['WB Games', 'TT Fusion']	2.8	184	184	['Adventure', 'Puzzle']	Join Emmet and an unlikely group of resistance fighters in their heroic quest to thwart Lord Business' evil plans - a mission that Emmet is hopelessly and hilariously unprepared for. It's a wild ride with a surprising mix of over 90 playable characters including Batman, Superman, Wonder Woman, the Green Ninja, Gandalf, Shakespeare, Cleopatra and more.	['Legal', 'Pretty Average Lego Game But It Was My Childhood', 'pog lego game', 'Pretty decent lego game! Loved the attention to detail all around! 4,5/5', 'Class', 'TT Games got crunch time for this.']	1.7K	11	239	73

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